The Track-Establishment Process in a Mixed False-Alarm-Rate Environment

Abstract

The problem of extracting tracks of moving targets from sensor detections accompanied by a dense mixture of random false detections and recurrent false detections from stationary sources is examined. Algorithms for removal of fixed-target detections and for track establishment of moving targets are evaluated in terms of the tolerable false-alarm rate and minimum probability of detection for realizing a specified false-track-establishment rate and a specified probability of track establishment for moving targets, within a specified number of scans of the surveillance sensor. Some operational implications are briefly discussed in the form of a constrained resource allocation problem. Means for and benefits of multiple-sensor correlation are considered, and the problems introduced in attempting to provide surveillance of a mix of target types exhibiting significantly different kinematic characteristics are discussed.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1972
Accession Number
AD0746513

Entities

People

  • Robert D. Turner
  • Stanley Marder

Organizations

  • Institute for Defense Analyses

Tags

Communities of Interest

  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Aircrafts
  • Algorithms
  • Clutter
  • Correlation Techniques
  • Data Storage Systems
  • Detection
  • Detectors
  • False Alarms
  • Helicopters
  • Moving Target Indicator Radar
  • Probability
  • Radar
  • Radar Equipment
  • Surveillance
  • Targets
  • Two Dimensional
  • Warning Systems

Fields of Study

  • Engineering

Readers

  • Operations Research
  • Sensor Fusion and Tracking Systems.
  • Systems Analysis and Design